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Update app.py
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app.py
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import gradio as gr
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import json, os, sys, glob, shutil, subprocess
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from PIL import Image
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sys.path.insert(0, "/tmp/HorizonNet")
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from huggingface_hub import hf_hub_download
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@@ -20,45 +20,53 @@ def run(cmd, cwd="/tmp/HorizonNet"):
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return result.returncode, log
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def predict(image):
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"--img_glob", img_path,
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"--output_dir", "/tmp/hn_pre"
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return json.dumps({"error": "Preprocessing failed", "code": code, "log": log[-1000:]})
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"--pth", CKPT,
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"--img_glob", aligned_path,
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"--output_dir", "/tmp/hn_out",
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"--no_cuda"
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])
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return json.dumps({"error": "Inference failed", "code": code, "log": log[-1000:]})
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demo = gr.Interface(
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fn=predict,
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import gradio as gr
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import json, os, sys, glob, shutil, subprocess
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from PIL import Image
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if not os.path.isdir('/tmp/HorizonNet'):
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os.system("git clone https://github.com/sunset1995/HorizonNet.git /tmp/HorizonNet")
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sys.path.insert(0, "/tmp/HorizonNet")
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from huggingface_hub import hf_hub_download
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return result.returncode, log
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def predict(image):
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try:
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for d in ["/tmp/hn_input", "/tmp/hn_pre", "/tmp/hn_out"]:
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shutil.rmtree(d, ignore_errors=True)
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os.makedirs(d)
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img_path = "/tmp/hn_input/room.png"
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image.convert("RGB").resize((1024, 512)).save(img_path)
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print("Image saved to", img_path)
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# Step 1: preprocess
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code, log = run([
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"python", "preprocess.py",
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"--img_glob", img_path,
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"--output_dir", "/tmp/hn_pre"
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])
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aligned = glob.glob("/tmp/hn_pre/*_aligned_rgb.png")
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if not aligned:
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return json.dumps({"error": "Preprocessing failed", "code": code, "log": log[-1000:]})
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aligned_path = aligned[0]
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print("Aligned image:", aligned_path)
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# Step 2: inference
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code, log = run([
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"python", "inference.py",
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"--pth", CKPT,
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"--img_glob", aligned_path,
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"--output_dir", "/tmp/hn_out",
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"--no_cuda"
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])
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out_jsons = glob.glob("/tmp/hn_out/*.json")
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if not out_jsons:
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return json.dumps({"error": "Inference failed", "code": code, "log": log[-1000:]})
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with open(out_jsons[0]) as f:
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result = json.load(f)
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print("Result:", result)
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return json.dumps(result)
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except Exception as e:
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import traceback
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tb = traceback.format_exc()
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print("=== EXCEPTION ===\n", tb)
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return json.dumps({"error": str(e), "traceback": tb})
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demo = gr.Interface(
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fn=predict,
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